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Volume 5, Issue 7 (July 2019)

Music Generation With Melody Recurrent Neural Networks And Comparison Of Basic, Lookback And Attention Rnn Models

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Volume 12 Issue 07

July 2026

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Author(s)

Amita Yadav

Abstract

A Recurrent Neural Network Is A Type Of Network Which Combines Different Units To Form A Directed Cycle. RNNs Can Use Their Internal Memory To Process Sequence Of Inputs. This Makes Their Application In Areas Such As Handwriting Recognition And Speech Rec


Keywords

Recurrent Neural Networks Melody RNN Tensor Board Perplexity.

Paper ID

IJSARTV5I732953

Publication Date

July 10, 2019

Research Area

Computer Science And Engineering

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